Critical Care Commons^™

Prediction Of Major Adverse Cardiac Events In The Emergency Department Using An Artificial Neural Network With A Systematic Grid Search, Ahmed Raheem Buksh, Nadeem Ullah Khan, Rida Jawed, Shahan Waheed, Musa Karim

Department of Emergency Medicine

Background: The aim of our research was to design and evaluate an Artificial Neural Network (ANN) model using a systemic grid search for the early prediction of major adverse cardiac events (MACE) among patients presenting to the triage of an emergency department.
Methods: This is a single-center, cross-sectional study using electronic health records from January 2017 to December 2020. The research population consists of adults coming to our emergency department triage at Aga Khan University Hospital. The MACE during hospitalization was the main outcome. To enhance the architecture of an ANN using triage data, we used a systematic grid search …

Discordant Cardiopulmonary Resuscitation At An Academic Midwest Medical Center- Prevalence And Solutions, Jeremy Payne, Anne Skinner, David Gannon, Jenenne A. Geske

Graduate Medical Education Research Journal

Background: Code status orders are important features of patient-centered clinical decisions, patient autonomy, and end-of-life care. Despite proper documentation of “do not resuscitate” (DNR) code status, hospitalized patients may be subjected to cardiopulmonary resuscitation (CPR) efforts that go against their wishes.

Purpose: The objective of this study was to identify and describe the population of hospitalized patients receiving discordant resuscitation efforts at a Midwest academic medical center utilizing electronic health records (EHR).

Method: The study included EHR records between 01/01/2011 and 01/01/2021 for hospitalized patients 19 years and older who experienced cardiac arrest (ICD-10 I46) and were documented as DNR. …

Impact Of Intravenous Fluid Administration On Cardiac Output And Oxygenation During Cardiopulmonary Resuscitation, Jennifer Lutz, Yosef Levenbrown, Md Jobayer Hossain, Anne Hesek, Kelly E. Massa, James P. Keith, Thomas H. Shaffer

Department of Pediatrics Faculty Papers

Background: The efect of intravenous fuid (IVF) administration during cardiopulmonary resuscitation (CPR) is an unexplored factor that may improve cardiac output (CO) during CPR. The aim of this study was to determine the efect of IVF administration on CO and oxygenation during CPR.

Methods: This experimental animal study was performed in a critical care animal laboratory. Twenty-two Landrace-Yorkshire female piglets weighing 27–37 kg were anesthetized, intubated, and placed on positive pressure ventilation. Irreversible cardiac arrest was induced with bupivacaine. CPR was performed with a LUCAS 3 mechanical compression device. Pigs were randomized into IVF or no-IVF groups. Pigs in the …

Recognition Of Nonconclusive Seizures In Patients After Cardiac Arrest Using, Teresa Jahn, Elizabeth Plante

Nursing Posters

Background:

Evidence - Prevalence of nonconvulsive status epilepticus or other epileptiform activity in patients who are comatose after a cardiac arrest is between 12-22%. Consistent with the literature, at this facility approximately 12% were found to have non convulsive seizures. Prolonged epileptiform discharges may cause secondary brain injury and increased mortality. In 2020, the American Heart Association recommended EEG monitoring should be promptly performed and interpreted for the diagnosis of seizures in all comatose patients following cardiac arrest.

Local Problem - Comatose patients admitted to critical care after cardiac arrest who require targeted temperature management (TTM) have continuous EEG monitoring …

A Case Of Flecainide Toxicity In A Young Male, Ifrah Butt, Umair Shaikh, Marlena Fernandez, Sameer Shaharyar, Daniel Heller

Internal Medicine

No abstract provided.